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Knowledge modeling - state of the art

机译：知识建模-最新技术

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摘要

A major characteristic of developments in the broad field of Artificial Intelligence (Al) during the 1990s has been an increasing integration of AI with other disciplines. A number of other computer science fields and technologies have been used in developing intelligent systems, starting from traditional information systems and databases, to modern distributed systems and the Internet. This paper surveys knowledge modeling techniques that have received most attention in recent years among developers of intelligent systems, Al practitioners and researchers. The techniques are described from two perspectives, theoretical and practical. Hence the first part of the paper presents major theoretical and architectural concepts, design approaches, and research issues. The second part discusses several practical systems, applications, and ongoing projects that use and implement the techniques described in the first part. Finally, the paper briefly covers some of the most recent results in the fields of intelligent manufacturing systems, intelligent tutoring systems, and ontologies.
机译：1990年代，人工智能（Al）广泛领域的发展的主要特征是AI与其他学科的日益融合。从传统的信息系统和数据库到现代的分布式系统和Internet，许多其他计算机科学领域和技术已用于开发智能系统。本文调查了近年来智能系统开发人员，Al从业人员和研究人员中最受关注的知识建模技术。从理论和实践两个角度描述了这些技术。因此，本文的第一部分介绍了主要的理论和建筑概念，设计方法和研究问题。第二部分讨论使用和实现第一部分中描述的技术的一些实用系统，应用程序和正在进行的项目。最后，本文简要介绍了智能制造系统，智能辅导系统和本体领域的一些最新成果。

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